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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Gallbladder and Bile Duct Disorders
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

937 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
937 works in the cohort · of 4,299,418page 4 of 19

Labels cover 5 of 937 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 937 of 937 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cholecystitis After Trauma
Thomas Hamp, Peter Fridrich, W Mauritz, Laith Hamid, Linda E. Pelinka
2009· article· en· The Journal of Trauma: Injury, Infection, and Critical Care· Medicine
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Prevention of Post-ERCP Pancreatitis
Fergal Donnellan, Michael F. Byrne
2011· article· en· Gastroenterology Research and Practice· Medicine
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Patient satisfaction after MRCP and ERCP
Krishna Menon, Alan Barkun, Joseph Romagnuolo, Gad Friedman, Shailesh N. Mehta, Caroline Reinhold +1 more
2001· article· en· The American Journal of Gastroenterology· Medicine
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
For patients with predicted low risk for choledocholithiasis undergoing laparoscopic cholecystectomy, selective intraoperative cholangiography and postoperative endoscopic retrograde cholangiopancreatography is an effective strategy to limit unnecessary procedures
Michael F. Byrne, Mark Mcloughlin, Robert M. Mitchell, Henning Gerke, K. Kim, Theodore N. Pappas +3 more
2008· article· en· Surgical Endoscopy· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affunlabeled
Specialized Imaging and Procedures in Pediatric Pancreatology
Tom K. Lin, David M. Troendle, Daniel B. Wallihan, Bradley Barth, Victor L. Fox, Douglas S. Fishman +1 more
2016· article· en· Journal of Pediatric Gastroenterology and Nutrition· Medicine
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Pain after laparoscopic cholecystectomy
K. Slim
2000· letter· en· British journal of surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
25
citations
affunlabeled
Evidence-based Reviews in Surgery
Lillian S. Kao, Chad G. Ball, Prosanto Chaudhury
2018· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
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How this was built: Screen · Findings · About